Stop tuning your models and fix your data

Walk into any boardroom or technology conference today, and the conversation is entirely consumed by the promise of agentic AI . We are told that autonomous AI agents will soon handle our corporate analytics, democratizing data so that anyone, from an intern to the CEO, can type a natural-language question into Slack and get an instant, data-backed answer. If you simply drop a cutting-edge large language model (LLM) into the average corporate data warehouse, it